1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

21.4K

Stars

Rust

Language

50.9K

Lines of Code

268

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 49 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 30 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 7.5/100 · LOW

Which changes need focused human review? 79 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 0LOW 79

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 79 distinct pattern matches across 4 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Fake / Example Data30 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW⚡	core/tests/loose_matching.rs	161	"Contact me at alice@example.org",	CODE
LOW⚡	core/tests/loose_matching.rs	165	query: "alice@example.org",	CODE
LOW⚡	core/tests/loose_matching.rs	169	"Contact me at alice+foo@example.org",	CODE
LOW⚡	core/tests/loose_matching.rs	172	query: "alice+foo@example.org",	CODE
LOW	core/src/lexer/token.rs	66	.preprocess("Please contact support@example.org", None)	CODE
LOW⚡	core/src/lexer/token.rs	83	.preprocess("Please contact support@example.org", None)	CODE
LOW⚡	core/src/lexer/token.rs	87	("support@example.org".to_owned(), TokenKind::Special(SpecialTokenKind::EmailAddress), 15, 34, 2)	CODE
LOW⚡	core/src/lexer/token.rs	95	.preprocess("Please contact support@example.org", None)	CODE
LOW⚡	core/src/lexer/token.rs	208	("jane.doe@example.org", TokenKind::Special(SpecialTokenKind::EmailAddress)),	CODE
LOW⚡	core/src/lexer/token.rs	209	("alice@example.org", TokenKind::Special(SpecialTokenKind::EmailAddress)),	CODE
LOW⚡	core/src/lexer/token.rs	211	("bob+foo@example.org", TokenKind::Special(SpecialTokenKind::EmailAddress)),	CODE
LOW⚡	server/tests/search_query.rs	34	("msg:1", "olivia@example.org"),	CODE
LOW⚡	server/tests/search_query.rs	35	("msg:2", "olivio@example.org"),	CODE
LOW⚡	server/tests/search_query.rs	36	("msg:3", "alicia@example.org"),	CODE
LOW	server/tests/search_query.rs	62	.query("messages", "default", "olivia@example.org")	CODE
LOW	server/tests/search_query.rs	85	.query("messages", "default", "olivia@example.org")	CODE
LOW	server/tests/search_query.rs	109	.query("messages", "default", "olivia@example.org")	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	18	PUSH msg:1 "olivia@example.org"	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	20	PUSH msg:2 "olivio@example.org" # Lev(msg:1, msg:2) = 1	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	22	PUSH msg:3 "alicia@example.org" # Lev(msg:1, msg:3) = 2	CODE
LOW	docs/tokenizer-pattern-matching.md	39	QUERY "olivia@example.org"	CODE
LOW	docs/tokenizer-pattern-matching.md	71	QUERY "olivia@example.org"	CODE
LOW	docs/tokenizer-pattern-matching.md	98	QUERY "olivia@example.org"	CODE
LOW	docs/tokenizer-pattern-matching.md	132	QUERY "olivia@example.org"	CODE
LOW	docs/tokenizer-pattern-matching.md	172	QUERY "olivia@example.org"	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	191	PUSH msg:1 "olivia@example.org"	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	193	PUSH msg:2 "olivio@example.org"	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	195	PUSH msg:3 "alicia@example.org"	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	203	"olivia@example.org", "olivio@example.org", "alicia@example.org",	CODE
LOW⚡	docs/tokenizer-pattern-matching.md	208	QUERY "olivia@example.org"	CODE

Over-Commented Block39 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	config.cfg	21	# become enabled by default (opt-out). Sonic won’t enable unreasonable	COMMENT
LOW	core/tests/typo_correction.rs	1	// Sonic	COMMENT
LOW	core/tests/typo_correction.rs	21	//! };	COMMENT
LOW	core/tests/typo_correction.rs	41	// <https://github.com/valeriansaliou/sonic/issues/322#issuecomment-4638688602>.	COMMENT
LOW	core/tests/back_compat.rs	1	// Sonic	COMMENT
LOW	core/tests/search_term_ranking.rs	1	// Sonic	COMMENT
LOW	core/tests/search_term_ranking.rs	21	/// been skipped during ingestion can be looked up at query time and the fact	COMMENT
LOW	core/tests/non_regression.rs	1	// Sonic	COMMENT
LOW	core/src/config.rs	161	/// Whether or not to compress.	COMMENT
LOW	core/src/stopwords/amh.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/tuk.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/ori.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/bel.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/jav.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/uzb.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/aka.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/sin.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/mkd.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/sna.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/tel.rs	1	// Sonic	COMMENT
LOW	core/src/stopwords/cym.rs	1	// Sonic	COMMENT
LOW	core/src/lexer/token.rs	1	// Sonic	COMMENT
LOW	core/src/executor/flushc.rs	1	// Sonic	COMMENT
LOW	core/src/store/kv/util.rs	181	if new_val > res {	COMMENT
LOW	core/src/store/fst/pool.rs	501		COMMENT
LOW	server/tests/non_regression.rs	1	// Sonic	COMMENT
LOW	server/benches/common/huggingface/mod.rs	1	// Sonic	COMMENT
LOW	server/src/util/mod.rs	1	// Sonic	COMMENT
LOW	server/src/tasker/mod.rs	1	// Sonic	COMMENT
LOW	scripts/make_release.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/build_release_archive.sh	1	#!/usr/bin/env bash	COMMENT
LOW	client/src/events.rs	101	}	COMMENT
LOW	client/src/channel.rs	521	// NOTE: This isn’t ideal, but it would add branching to fix this case,	COMMENT
LOW	client/src/channel.rs	541	assert_eq!(split_on_whitespace("300 km². ", 4), ("300", " km². "));	COMMENT
LOW	client/src/control.rs	121	/// uptime: 20868,	COMMENT
LOW	client/src/lib.rs	1	// Sonic	COMMENT
LOW	client/src/lib.rs	41	pub use crate::multiplexer::SonicMultiplexer;	COMMENT
LOW	client/src/lib.rs	61	/// We chose 2 * 4KiB (common memory page size) as the default, which should	COMMENT
LOW	client/src/connection.rs	61	/// `SonicConnection` (necessary when dealing with mutable references).	COMMENT

Verbosity Indicators5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	core/src/store/kv/pool.rs	244	// Step 1: List keys to be flushed	COMMENT
LOW	core/src/store/kv/pool.rs	288	// Step 2: Flush KVs, one-by-one (sequential locking; this avoids global locks)	COMMENT
LOW	core/src/store/fst/pool.rs	307	// Step 1: List keys to be consolidated	COMMENT
LOW	core/src/store/fst/pool.rs	363	// Step 2: Clear keys to be consolidated from register	COMMENT
LOW	core/src/store/fst/pool.rs	378	// Step 3: Consolidate FSTs, one-by-one (sequential locking; this avoids global locks)	COMMENT

Structural Annotation Overuse5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	core/src/store/kv/pool.rs	244	// Step 1: List keys to be flushed	COMMENT
LOW	core/src/store/kv/pool.rs	288	// Step 2: Flush KVs, one-by-one (sequential locking; this avoids global locks)	COMMENT
LOW	core/src/store/fst/pool.rs	307	// Step 1: List keys to be consolidated	COMMENT
LOW	core/src/store/fst/pool.rs	363	// Step 2: Clear keys to be consolidated from register	COMMENT
LOW	core/src/store/fst/pool.rs	378	// Step 3: Consolidate FSTs, one-by-one (sequential locking; this avoids global locks)	COMMENT

valeriansaliou/sonic

Open-Source Code Quality, Security and Technical Debt Review